Kevin M. Koch, PhD

Publications

• Acute Post-Concussive Assessments of Brain Tissue Magnetism Using Magnetic Resonance Imaging.

  (Koch KM, Nencka AS, Swearingen B, Bauer A, Meier TB, McCrea M.) J Neurotrauma. 2021 Apr 01;38(7):848-857 PMID: 33066712 SCOPUS ID: 2-s2.0-85103782270 10/18/2020

• Association of Head Impact Exposure with White Matter Macrostructure and Microstructure Metrics.

  (Brett BL, Koch KM, Muftuler LT, Budde M, McCrea MA, Meier TB.) J Neurotrauma. 2021 02 15;38(4):474-484 PMID: 33003979 PMCID: PMC7875606 SCOPUS ID: 2-s2.0-85100539318 10/03/2020

• Architectural Distortion on Screening Digital Breast Tomosynthesis: Pathologic Outcomes and Indicators of Malignancy

  (Wadhwa A, Majidi SS, Cherian S, Dykstra DS, Deitch SG, Hansen C, Bhave S, Koch KM.) Journal of Breast Imaging. 1 January 2021;3(1):34-43 SCOPUS ID: 2-s2.0-85100818473 01/01/2021

• Optimization of hyperparameters for SMS reconstruction.

  (Muftuler LT, Arpinar VE, Koch K, Bhave S, Yang B, Kaushik S, Banerjee S, Nencka A.) Magn Reson Imaging. 2020 11;73:91-103 PMID: 32835848 SCOPUS ID: 2-s2.0-85089907300 08/25/2020

• Towards multi-modal data fusion for super-resolution and denoising of 4D-Flow MRI.

  (Perez-Raya I, Fathi MF, Baghaie A, Sacho RH, Koch KM, D'Souza RM.) Int J Numer Method Biomed Eng. 2020 09;36(9):e3381 PMID: 32627366 SCOPUS ID: 2-s2.0-85089383364 07/07/2020

• Longitudinal white-matter abnormalities in sports-related concussion: A diffusion MRI study.

  (Wu YC, Harezlak J, Elsaid NMH, Lin Z, Wen Q, Mustafi SM, Riggen LD, Koch KM, Nencka AS, Meier TB, Mayer AR, Wang Y, Giza CC, DiFiori JP, Guskiewicz KM, Mihalik JP, LaConte SM, Duma SM, Broglio SP, Saykin AJ, McCrea MA, McAllister TW.) Neurology. 2020 08 18;95(7):e781-e792 PMID: 32641518 PMCID: PMC7605507 SCOPUS ID: 2-s2.0-85089787382 07/10/2020

• Multivariate use of MRI biomarkers to classify histologically confirmed necrosis in symptomatic total hip arthroplasty.

  (Sherafati M, Bauer TW, Potter HG, Koff MF, Koch KM.) J Orthop Res. 2020 07;38(7):1506-1514 PMID: 32162716 PMCID: PMC8100875 SCOPUS ID: 2-s2.0-85082142657 03/13/2020

• Multispectral diffusion-weighted MRI of the instrumented cervical spinal cord: a preliminary study of 5 cases.

  (Koch KM, Bhave S, Kaushik SS, Nencka AS, Budde MD.) Eur Spine J. 2020 05;29(5):1071-1077 PMID: 31832875 PMCID: PMC7225051 SCOPUS ID: 2-s2.0-85076835282 12/14/2019

• Weakly-Supervised Learning for Single-Step Quantitative Susceptibility Mapping

  (Liu J, Koch KM.) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020;12450 LNCS:70-81 SCOPUS ID: 2-s2.0-85096625667 01/01/2020

• Model-Based Learning for Quantitative Susceptibility Mapping

  (Liu J, Koch KM.) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020;12450 LNCS:48-59 SCOPUS ID: 2-s2.0-85096618071 01/01/2020

• Split-slice training and hyperparameter tuning of RAKI networks for simultaneous multi-slice reconstruction

  (Nencka AS, Arpinar VE, Bhave S, Yang B, Banerjee S, McCrea M, Mickevicius NJ, Muftuler LT, Koch KM.) Magnetic Resonance in Medicine. 2020 SCOPUS ID: 2-s2.0-85097598109 01/01/2020

• The Association Between Persistent White-Matter Abnormalities and Repeat Injury After Sport-Related Concussion.

  (Brett BL, Wu YC, Mustafi SM, Saykin AJ, Koch KM, Nencka AS, Giza CC, Goldman J, Guskiewicz KM, Mihalik JP, Duma SM, Broglio SP, McAllister TW, McCrea MA, Meier TB.) Front Neurol. 2019;10:1345 PMID: 32038451 PMCID: PMC6990104 SCOPUS ID: 2-s2.0-85079132454 02/11/2020